CACI International Inc
CACI International Inc
CACI International Inc este un contractor guvernamental cu sediul în SUA, care deservește clienți din domeniul securității naționale, al apărării și al administrației civile federale. Echipele sale dezvoltă și susțin tehnologii și servicii profesionale în domenii precum securitatea cibernetică, operațiunile digitale, modernizarea infrastructurii IT pentru întreprinderi, războiul electronic, sistemele de contracarare a sistemelor fără pilot, comunicațiile spațiale și optice, software-ul DevSecOps, ingineria misiunilor și logistica. În calitate de contractor principal de mari dimensiuni, CACI combină software-ul, analiza datelor, tehnologiile de detecție și componentele hardware pentru a ajuta organizațiile guvernamentale să răspundă amenințărilor aflate în evoluție și să modernizeze arhitecturi tehnologice complexe.

Lead Computer Vision AI/ML Engineer - Ashburn Hybrid

Lead a three-person AI/ML team developing YOLO-based computer vision models for CACI’s CBP border-enforcement technology. Build secure, low-latency video analytics pipelines for live feeds and production data.

Descriere

  • Lead a three-person AI/ML engineering team, setting technical direction, sprint goals, coding standards, and model evaluation metrics
  • Design, modify, and train custom YOLO architectures from the ground up for CBP Full-Motion Video feeds
  • Architect secure pipelines that ingest, clean, and preprocess production-recorded video for training and sandbox environments
  • Establish annotation and labeling guidelines while overseeing dataset curation
  • Address class imbalance, changing weather conditions, and low-contrast environments
  • Improve inference speed and accuracy with NVIDIA TensorRT, DeepStream, and CUDA
  • Partner with video streaming engineers, software engineers, and system architects to integrate live computer vision inference pipelines
  • Convert system requirements into technical tasks within an Agile/Scrum environment
  • Process live Full-Motion Video feeds to detect and interpret roads, vehicles, people, and custom tactical assets
  • Mentor two mid-level engineers developing high-performance, low-latency inference models

Cerințe

  • U.S. citizenship and the ability to pass a CBP background investigation
  • A three-year review for felony convictions
  • A one-year review for illegal drug use
  • A one-year review for misconduct, including theft or fraud
  • Bachelor’s, Master’s, or Ph.D. in Computer Science, Data Science, Electrical Engineering, or a related AI/ML-focused field
  • At least seven years of related technical experience
  • At least four years of dedicated experience developing and deploying deep learning and computer vision models, particularly for object detection
  • Availability for a hybrid schedule in Ashburn, Virginia, for local candidates
  • Experience with PyTorch, TensorFlow, and OpenCV
  • Advanced experience implementing and fine-tuning YOLO models
  • Experience training deep learning models from scratch, including custom anchor-box design, loss-function modification, and hyperparameter tuning
  • Experience with NVIDIA CUDA, cuDNN, TensorRT, or ONNX
  • Experience working with video streams through RTSP, HLS, and file-based inputs
  • Expert Python programming skills with a focus on clean, modular, optimized code
  • Experience with data curation, active learning, and annotation tools such as CVAT, Label Studio, or Roboflow

Beneficii

  • Flexible time off
  • Extensive learning resources
  • Healthcare benefits
  • Wellness benefits
  • Financial benefits
  • Retirement benefits
  • Family support benefits
  • Continuing education benefits
  • Paid time off
  • Competitive compensation
  • Learning and development opportunities

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